Feature Learning

Scalable Higher-Order Tensor Product Spline Models AISTATS 2024 Scalable Learning of Item Response Theory Models AISTATS 2024 SCTrans: Multi-scale scRNA-seq Sub-vector Completion Transformer for Gene-selective Cell Type Annotation IJCAI 2024 Segment, Shuffle, and Stitch: A Simple Layer for Improving Time-Series Representations NeurIPS 2024 Semantic-Aware Transformation-Invariant RoI Align AAAI 2024 Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks NeurIPS 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 Signals as Features: Predicting Error/Success in Rhetorical Structure Parsing EACL 2024 Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels AISTATS 2024 Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution NeurIPS 2024 Structural Entropy Based Graph Structure Learning for Node Classification AAAI 2024 Supervised Feature Selection via Ensemble Gradient Information from Sparse Neural Networks AISTATS 2024 Testing Semantic Importance via Betting NeurIPS 2024 The Unreasonable Effectiveness of Pre-Trained Features for Camera Pose Refinement CVPR 2024 Trusted re-weighting for label distribution learning UAI 2024 Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024 Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024 A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection AAAI 2023 A Boundary Offset Prediction Network for Named Entity Recognition EMNLP 2023 Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023 Adaptive Clustering Using Kernel Density Estimators JMLR 2023 Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation NeurIPS 2023 An Inductive Bias for Tabular Deep Learning NeurIPS 2023 AstroNet: When Astrocyte Meets Artificial Neural Network CVPR 2023 Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG Interspeech 2023